Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 204 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 17.7 KiB |
| Average record size in memory | 88.6 B |
Variable types
| Categorical | 1 |
|---|---|
| Text | 1 |
| Numeric | 9 |
deep_poverty_rate is highly overall correlated with median_household_income and 3 other fields | High correlation |
in_poverty is highly overall correlated with population | High correlation |
median_household_income is highly overall correlated with deep_poverty_rate and 4 other fields | High correlation |
median_rent is highly overall correlated with median_household_income | High correlation |
population is highly overall correlated with in_poverty | High correlation |
poverty_rate is highly overall correlated with deep_poverty_rate and 3 other fields | High correlation |
supplemental_poverty_measure is highly overall correlated with deep_poverty_rate and 3 other fields | High correlation |
unemployment_rate is highly overall correlated with deep_poverty_rate and 2 other fields | High correlation |
without_health_insurance is highly overall correlated with median_household_income | High correlation |
year is uniformly distributed | Uniform |
in_poverty has unique values | Unique |
poverty_rate has unique values | Unique |
median_household_income has unique values | Unique |
deep_poverty_rate has unique values | Unique |
without_health_insurance has unique values | Unique |
supplemental_poverty_measure has unique values | Unique |
Reproduction
| Analysis started | 2023-12-11 17:16:57.332392 |
|---|---|
| Analysis finished | 2023-12-11 17:17:14.706287 |
| Duration | 17.37 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
year
Categorical
UNIFORM
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
| 2015 | |
|---|---|
| 2016 | |
| 2017 | |
| 2018 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 816 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2015 |
|---|---|
| 2nd row | 2015 |
| 3rd row | 2015 |
| 4th row | 2015 |
| 5th row | 2015 |
Common Values
| Value | Count | Frequency (%) |
| 2015 | 51 | |
| 2016 | 51 | |
| 2017 | 51 | |
| 2018 | 51 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2015 | 51 | |
| 2016 | 51 | |
| 2017 | 51 | |
| 2018 | 51 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 204 | |
| 0 | 204 | |
| 1 | 204 | |
| 5 | 51 | 6.2% |
| 6 | 51 | 6.2% |
| 7 | 51 | 6.2% |
| 8 | 51 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 816 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 204 | |
| 0 | 204 | |
| 1 | 204 | |
| 5 | 51 | 6.2% |
| 6 | 51 | 6.2% |
| 7 | 51 | 6.2% |
| 8 | 51 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 204 | |
| 0 | 204 | |
| 1 | 204 | |
| 5 | 51 | 6.2% |
| 6 | 51 | 6.2% |
| 7 | 51 | 6.2% |
| 8 | 51 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 204 | |
| 0 | 204 | |
| 1 | 204 | |
| 5 | 51 | 6.2% |
| 6 | 51 | 6.2% |
| 7 | 51 | 6.2% |
| 8 | 51 | 6.2% |
state
Text
| Distinct | 51 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 KiB |
Length
| Max length | 20 |
|---|---|
| Median length | 12 |
| Mean length | 8.6666667 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1768 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Alabama |
|---|---|
| 2nd row | Alaska |
| 3rd row | Arizona |
| 4th row | Arkansas |
| 5th row | California |
| Value | Count | Frequency (%) |
| new | 16 | 6.3% |
| south | 8 | 3.2% |
| carolina | 8 | 3.2% |
| virginia | 8 | 3.2% |
| dakota | 8 | 3.2% |
| north | 8 | 3.2% |
| florida | 4 | 1.6% |
| georgia | 4 | 1.6% |
| kansas | 4 | 1.6% |
| delaware | 4 | 1.6% |
| Other values (45) | 180 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 232 | |
| i | 168 | 9.5% |
| n | 140 | 7.9% |
| o | 140 | 7.9% |
| s | 124 | 7.0% |
| e | 112 | 6.3% |
| r | 88 | 5.0% |
| t | 76 | 4.3% |
| l | 60 | 3.4% |
| h | 52 | 2.9% |
| Other values (36) | 576 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1472 | |
| Uppercase Letter | 248 | 14.0% |
| Space Separator | 48 | 2.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 232 | |
| i | 168 | |
| n | 140 | |
| o | 140 | |
| s | 124 | |
| e | 112 | 7.6% |
| r | 88 | 6.0% |
| t | 76 | 5.2% |
| l | 60 | 4.1% |
| h | 52 | 3.5% |
| Other values (14) | 280 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 36 | |
| N | 32 | |
| C | 24 | |
| I | 20 | 8.1% |
| D | 16 | 6.5% |
| A | 16 | 6.5% |
| W | 16 | 6.5% |
| V | 12 | 4.8% |
| O | 12 | 4.8% |
| S | 8 | 3.2% |
| Other values (11) | 56 |
Space Separator
| Value | Count | Frequency (%) |
| 48 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1720 | |
| Common | 48 | 2.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 232 | |
| i | 168 | 9.8% |
| n | 140 | 8.1% |
| o | 140 | 8.1% |
| s | 124 | 7.2% |
| e | 112 | 6.5% |
| r | 88 | 5.1% |
| t | 76 | 4.4% |
| l | 60 | 3.5% |
| h | 52 | 3.0% |
| Other values (35) | 528 |
Common
| Value | Count | Frequency (%) |
| 48 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1768 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 232 | |
| i | 168 | 9.5% |
| n | 140 | 7.9% |
| o | 140 | 7.9% |
| s | 124 | 7.0% |
| e | 112 | 6.3% |
| r | 88 | 5.0% |
| t | 76 | 4.3% |
| l | 60 | 3.4% |
| h | 52 | 2.9% |
| Other values (36) | 576 |
population
Real number (ℝ)
HIGH CORRELATION
| Distinct | 203 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6113926.2 |
| Minimum | 565647 |
|---|---|
| Maximum | 38407403 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 565647 |
|---|---|
| 5-th percentile | 640244.5 |
| Q1 | 1649105 |
| median | 4281544.5 |
| Q3 | 6872925.2 |
| 95-th percentile | 19480001 |
| Maximum | 38407403 |
| Range | 37841756 |
| Interquartile range (IQR) | 5223820.2 |
Descriptive statistics
| Standard deviation | 6941299 |
|---|---|
| Coefficient of variation (CV) | 1.1353259 |
| Kurtosis | 8.2954818 |
| Mean | 6113926.2 |
| Median Absolute Deviation (MAD) | 2639955.5 |
| Skewness | 2.6470128 |
| Sum | 1.2472409 × 109 |
| Variance | 4.8181631 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2881404 | 2 | 1.0% |
| 4711439 | 1 | 0.5% |
| 1015923 | 1 | 0.5% |
| 1289255 | 1 | 0.5% |
| 8783989 | 1 | 0.5% |
| 2043896 | 1 | 0.5% |
| 19285448 | 1 | 0.5% |
| 9783738 | 1 | 0.5% |
| 719722 | 1 | 0.5% |
| 11289161 | 1 | 0.5% |
| Other values (193) | 193 |
| Value | Count | Frequency (%) |
| 565647 | 1 | |
| 567950 | 1 | |
| 568943 | 1 | |
| 569412 | 1 | |
| 600127 | 1 | |
| 600334 | 1 | |
| 601538 | 1 | |
| 601732 | 1 | |
| 613291 | 1 | |
| 624954 | 1 |
| Value | Count | Frequency (%) |
| 38407403 | 1 | |
| 38242946 | 1 | |
| 37913144 | 1 | |
| 37678735 | 1 | |
| 27264694 | 1 | |
| 26794198 | 1 | |
| 26334005 | 1 | |
| 25923852 | 1 | |
| 20178544 | 1 | |
| 19858469 | 1 |
in_poverty
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 204 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 904850.94 |
| Minimum | 63311 |
|---|---|
| Maximum | 6135142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 63311 |
|---|---|
| 5-th percentile | 74052.75 |
| Q1 | 228416.75 |
| median | 612428.5 |
| Q3 | 945970.5 |
| 95-th percentile | 3061217.6 |
| Maximum | 6135142 |
| Range | 6071831 |
| Interquartile range (IQR) | 717553.75 |
Descriptive statistics
| Standard deviation | 1087481.3 |
|---|---|
| Coefficient of variation (CV) | 1.2018348 |
| Kurtosis | 8.492403 |
| Mean | 904850.94 |
| Median Absolute Deviation (MAD) | 372136 |
| Skewness | 2.722568 |
| Sum | 1.8458959 × 108 |
| Variance | 1.1826156 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 887260 | 1 | 0.5% |
| 136126 | 1 | 0.5% |
| 104470 | 1 | 0.5% |
| 938252 | 1 | 0.5% |
| 420293 | 1 | 0.5% |
| 2908471 | 1 | 0.5% |
| 1579871 | 1 | 0.5% |
| 79374 | 1 | 0.5% |
| 1683890 | 1 | 0.5% |
| 612714 | 1 | 0.5% |
| Other values (194) | 194 |
| Value | Count | Frequency (%) |
| 63311 | 1 | |
| 63398 | 1 | |
| 64995 | 1 | |
| 65762 | 1 | |
| 67034 | 1 | |
| 68144 | 1 | |
| 69233 | 1 | |
| 69673 | 1 | |
| 72826 | 1 | |
| 72957 | 1 |
| Value | Count | Frequency (%) |
| 6135142 | 1 | |
| 6004257 | 1 | |
| 5773408 | 1 | |
| 5487141 | 1 | |
| 4472451 | 1 | |
| 4397307 | 1 | |
| 4291384 | 1 | |
| 4213938 | 1 | |
| 3180109 | 1 | |
| 3139258 | 1 |
poverty_rate
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 204 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1427931 |
| Minimum | 0.078692114 |
|---|---|
| Maximum | 0.22537674 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.078692114 |
|---|---|
| 5-th percentile | 0.10072331 |
| Q1 | 0.11557642 |
| median | 0.14115055 |
| Q3 | 0.16524587 |
| 95-th percentile | 0.19556052 |
| Maximum | 0.22537674 |
| Range | 0.14668463 |
| Interquartile range (IQR) | 0.049669456 |
Descriptive statistics
| Standard deviation | 0.03073449 |
|---|---|
| Coefficient of variation (CV) | 0.21523793 |
| Kurtosis | -0.55163068 |
| Mean | 0.1427931 |
| Median Absolute Deviation (MAD) | 0.025374712 |
| Skewness | 0.32679293 |
| Sum | 29.129792 |
| Variance | 0.0009446089 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1883203836 | 1 | 0.5% |
| 0.1339924384 | 1 | 0.5% |
| 0.08103129327 | 1 | 0.5% |
| 0.106813886 | 1 | 0.5% |
| 0.2056332612 | 1 | 0.5% |
| 0.1508116897 | 1 | 0.5% |
| 0.1614792833 | 1 | 0.5% |
| 0.1102842486 | 1 | 0.5% |
| 0.1491598889 | 1 | 0.5% |
| 0.1620581523 | 1 | 0.5% |
| Other values (194) | 194 |
| Value | Count | Frequency (%) |
| 0.07869211418 | 1 | |
| 0.08103129327 | 1 | |
| 0.0853328479 | 1 | |
| 0.08870935064 | 1 | |
| 0.09442021136 | 1 | |
| 0.09681650959 | 1 | |
| 0.09911998547 | 1 | |
| 0.09938812945 | 1 | |
| 0.09963418266 | 1 | |
| 0.1002759503 | 1 |
| Value | Count | Frequency (%) |
| 0.2253767406 | 1 | |
| 0.2231360852 | 1 | |
| 0.2145261638 | 1 | |
| 0.2100923972 | 1 | |
| 0.2090161968 | 1 | |
| 0.2075166061 | 1 | |
| 0.2056332612 | 1 | |
| 0.2001062971 | 1 | |
| 0.1976156994 | 1 | |
| 0.1970418363 | 1 |
median_household_income
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 204 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59190.624 |
| Minimum | 40593 |
|---|---|
| Maximum | 85203 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 40593 |
|---|---|
| 5-th percentile | 44822.15 |
| Q1 | 51683 |
| median | 56958.5 |
| Q3 | 65620.5 |
| 95-th percentile | 77243.25 |
| Maximum | 85203 |
| Range | 44610 |
| Interquartile range (IQR) | 13937.5 |
Descriptive statistics
| Standard deviation | 10211.078 |
|---|---|
| Coefficient of variation (CV) | 0.17251175 |
| Kurtosis | -0.55888751 |
| Mean | 59190.624 |
| Median Absolute Deviation (MAD) | 6620.5 |
| Skewness | 0.49252555 |
| Sum | 12074887 |
| Variance | 1.0426611 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 44765 | 1 | 0.5% |
| 63870 | 1 | 0.5% |
| 73381 | 1 | 0.5% |
| 80088 | 1 | 0.5% |
| 46744 | 1 | 0.5% |
| 64894 | 1 | 0.5% |
| 52752 | 1 | 0.5% |
| 61843 | 1 | 0.5% |
| 54021 | 1 | 0.5% |
| 50051 | 1 | 0.5% |
| Other values (194) | 194 |
| Value | Count | Frequency (%) |
| 40593 | 1 | |
| 41754 | 1 | |
| 41995 | 1 | |
| 42019 | 1 | |
| 43385 | 1 | |
| 43469 | 1 | |
| 43529 | 1 | |
| 44097 | 1 | |
| 44334 | 1 | |
| 44717 | 1 |
| Value | Count | Frequency (%) |
| 85203 | 1 | |
| 83242 | 1 | |
| 82372 | 1 | |
| 81740 | 1 | |
| 80776 | 1 | |
| 80212 | 1 | |
| 80088 | 1 | |
| 79835 | 1 | |
| 78945 | 1 | |
| 77765 | 1 |
deep_poverty_rate
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 204 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.063762558 |
| Minimum | 0.035375777 |
|---|---|
| Maximum | 0.10114825 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.035375777 |
|---|---|
| 5-th percentile | 0.046264795 |
| Q1 | 0.052629755 |
| median | 0.062585247 |
| Q3 | 0.072514403 |
| 95-th percentile | 0.091035695 |
| Maximum | 0.10114825 |
| Range | 0.065772475 |
| Interquartile range (IQR) | 0.019884648 |
Descriptive statistics
| Standard deviation | 0.013911338 |
|---|---|
| Coefficient of variation (CV) | 0.21817409 |
| Kurtosis | -0.20460457 |
| Mean | 0.063762558 |
| Median Absolute Deviation (MAD) | 0.0099527891 |
| Skewness | 0.54362969 |
| Sum | 13.007562 |
| Variance | 0.00019352534 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.08173129271 | 1 | 0.5% |
| 0.05676414453 | 1 | 0.5% |
| 0.03598512319 | 1 | 0.5% |
| 0.04767105241 | 1 | 0.5% |
| 0.09140631422 | 1 | 0.5% |
| 0.06724520996 | 1 | 0.5% |
| 0.07033283189 | 1 | 0.5% |
| 0.0540125215 | 1 | 0.5% |
| 0.06874177806 | 1 | 0.5% |
| 0.0702198037 | 1 | 0.5% |
| Other values (194) | 194 |
| Value | Count | Frequency (%) |
| 0.0353757773 | 1 | |
| 0.03598512319 | 1 | |
| 0.03663267823 | 1 | |
| 0.0393316564 | 1 | |
| 0.04386251919 | 1 | |
| 0.04458991133 | 1 | |
| 0.04515309688 | 1 | |
| 0.04524041563 | 1 | |
| 0.0456792419 | 1 | |
| 0.04597755209 | 1 |
| Value | Count | Frequency (%) |
| 0.1011482524 | 1 | |
| 0.1004548422 | 1 | |
| 0.09857089127 | 1 | |
| 0.09811602134 | 1 | |
| 0.09765837099 | 1 | |
| 0.09523839179 | 1 | |
| 0.09373678258 | 1 | |
| 0.09266924274 | 1 | |
| 0.09236665371 | 1 | |
| 0.09201243793 | 1 |
median_rent
Real number (ℝ)
HIGH CORRELATION
| Distinct | 170 |
|---|---|
| Distinct (%) | 83.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 929.22549 |
| Minimum | 643 |
|---|---|
| Maximum | 1566 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 643 |
|---|---|
| 5-th percentile | 698.8 |
| Q1 | 775 |
| median | 870.5 |
| Q3 | 1056.25 |
| 95-th percentile | 1324.6 |
| Maximum | 1566 |
| Range | 923 |
| Interquartile range (IQR) | 281.25 |
Descriptive statistics
| Standard deviation | 202.4514 |
|---|---|
| Coefficient of variation (CV) | 0.21787112 |
| Kurtosis | 0.21181392 |
| Mean | 929.22549 |
| Median Absolute Deviation (MAD) | 124 |
| Skewness | 0.95008251 |
| Sum | 189562 |
| Variance | 40986.57 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 764 | 3 | 1.5% |
| 717 | 2 | 1.0% |
| 766 | 2 | 1.0% |
| 984 | 2 | 1.0% |
| 808 | 2 | 1.0% |
| 711 | 2 | 1.0% |
| 1173 | 2 | 1.0% |
| 789 | 2 | 1.0% |
| 988 | 2 | 1.0% |
| 709 | 2 | 1.0% |
| Other values (160) | 183 |
| Value | Count | Frequency (%) |
| 643 | 1 | |
| 655 | 1 | |
| 658 | 1 | |
| 675 | 1 | |
| 676 | 1 | |
| 677 | 1 | |
| 681 | 1 | |
| 689 | 1 | |
| 690 | 1 | |
| 696 | 1 |
| Value | Count | Frequency (%) |
| 1566 | 1 | |
| 1507 | 1 | |
| 1487 | 1 | |
| 1456 | 1 | |
| 1438 | 1 | |
| 1429 | 1 | |
| 1424 | 1 | |
| 1362 | 1 | |
| 1358 | 1 | |
| 1357 | 1 |
unemployment_rate
Real number (ℝ)
HIGH CORRELATION
| Distinct | 53 |
|---|---|
| Distinct (%) | 26.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.053117647 |
| Minimum | 0.026 |
|---|---|
| Maximum | 0.089 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.026 |
|---|---|
| 5-th percentile | 0.035 |
| Q1 | 0.043 |
| median | 0.054 |
| Q3 | 0.061 |
| 95-th percentile | 0.073 |
| Maximum | 0.089 |
| Range | 0.063 |
| Interquartile range (IQR) | 0.018 |
Descriptive statistics
| Standard deviation | 0.012384079 |
|---|---|
| Coefficient of variation (CV) | 0.23314434 |
| Kurtosis | -0.48418824 |
| Mean | 0.053117647 |
| Median Absolute Deviation (MAD) | 0.009 |
| Skewness | 0.11533338 |
| Sum | 10.836 |
| Variance | 0.0001533654 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.055 | 13 | 6.4% |
| 0.058 | 10 | 4.9% |
| 0.049 | 9 | 4.4% |
| 0.042 | 9 | 4.4% |
| 0.053 | 8 | 3.9% |
| 0.038 | 7 | 3.4% |
| 0.06 | 6 | 2.9% |
| 0.052 | 6 | 2.9% |
| 0.054 | 6 | 2.9% |
| 0.036 | 6 | 2.9% |
| Other values (43) | 124 |
| Value | Count | Frequency (%) |
| 0.026 | 1 | 0.5% |
| 0.028 | 2 | 1.0% |
| 0.029 | 1 | 0.5% |
| 0.03 | 1 | 0.5% |
| 0.032 | 3 | |
| 0.033 | 1 | 0.5% |
| 0.034 | 1 | 0.5% |
| 0.035 | 6 | |
| 0.036 | 6 | |
| 0.037 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 0.089 | 1 | 0.5% |
| 0.08 | 1 | 0.5% |
| 0.079 | 2 | |
| 0.077 | 1 | 0.5% |
| 0.076 | 2 | |
| 0.075 | 2 | |
| 0.074 | 1 | 0.5% |
| 0.073 | 4 | |
| 0.072 | 2 | |
| 0.071 | 3 |
without_health_insurance
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 204 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1022248 |
| Minimum | 0.028044639 |
|---|---|
| Maximum | 0.20581292 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.028044639 |
|---|---|
| 5-th percentile | 0.047917401 |
| Q1 | 0.074688631 |
| median | 0.099591259 |
| Q3 | 0.1251938 |
| 95-th percentile | 0.16403125 |
| Maximum | 0.20581292 |
| Range | 0.17776828 |
| Interquartile range (IQR) | 0.05050517 |
Descriptive statistics
| Standard deviation | 0.035700457 |
|---|---|
| Coefficient of variation (CV) | 0.34923481 |
| Kurtosis | -0.27661404 |
| Mean | 0.1022248 |
| Median Absolute Deviation (MAD) | 0.025201953 |
| Skewness | 0.32898754 |
| Sum | 20.853858 |
| Variance | 0.0012745226 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1265654916 | 1 | 0.5% |
| 0.06706339024 | 1 | 0.5% |
| 0.07454701017 | 1 | 0.5% |
| 0.09670640859 | 1 | 0.5% |
| 0.1249509171 | 1 | 0.5% |
| 0.07576346398 | 1 | 0.5% |
| 0.1205052636 | 1 | 0.5% |
| 0.08049182823 | 1 | 0.5% |
| 0.07412405639 | 1 | 0.5% |
| 0.1485121067 | 1 | 0.5% |
| Other values (194) | 194 |
| Value | Count | Frequency (%) |
| 0.02804463874 | 1 | |
| 0.0298336149 | 1 | |
| 0.03212920213 | 1 | |
| 0.03560218161 | 1 | |
| 0.0401745326 | 1 | |
| 0.04058641029 | 1 | |
| 0.04097942142 | 1 | |
| 0.04604539619 | 1 | |
| 0.04657997447 | 1 | |
| 0.04707656325 | 1 |
| Value | Count | Frequency (%) |
| 0.205812919 | 1 | |
| 0.1931657728 | 1 | |
| 0.1829333864 | 1 | |
| 0.1824884248 | 1 | |
| 0.1818038283 | 1 | |
| 0.1796967714 | 1 | |
| 0.1737894338 | 1 | |
| 0.1712114231 | 1 | |
| 0.1691501955 | 1 | |
| 0.1665611407 | 1 |
supplemental_poverty_measure
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 204 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13473891 |
| Minimum | 0.072964701 |
|---|---|
| Maximum | 0.21995879 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 0.072964701 |
|---|---|
| 5-th percentile | 0.095253498 |
| Q1 | 0.11055648 |
| median | 0.13149748 |
| Q3 | 0.15368371 |
| 95-th percentile | 0.194108 |
| Maximum | 0.21995879 |
| Range | 0.14699408 |
| Interquartile range (IQR) | 0.043127227 |
Descriptive statistics
| Standard deviation | 0.030041155 |
|---|---|
| Coefficient of variation (CV) | 0.22295827 |
| Kurtosis | -0.31564125 |
| Mean | 0.13473891 |
| Median Absolute Deviation (MAD) | 0.021351043 |
| Skewness | 0.48843642 |
| Sum | 27.486739 |
| Variance | 0.00090247099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1849565898 | 1 | 0.5% |
| 0.1162105962 | 1 | 0.5% |
| 0.07696216331 | 1 | 0.5% |
| 0.099949384 | 1 | 0.5% |
| 0.1965353463 | 1 | 0.5% |
| 0.1407747101 | 1 | 0.5% |
| 0.1470009817 | 1 | 0.5% |
| 0.103213113 | 1 | 0.5% |
| 0.1397020783 | 1 | 0.5% |
| 0.1582871777 | 1 | 0.5% |
| Other values (194) | 194 |
| Value | Count | Frequency (%) |
| 0.07296470124 | 1 | |
| 0.07638684579 | 1 | |
| 0.07696216331 | 1 | |
| 0.08233001568 | 1 | |
| 0.0883526903 | 1 | |
| 0.08952867876 | 1 | |
| 0.09025331218 | 1 | |
| 0.09283893707 | 1 | |
| 0.09325254311 | 1 | |
| 0.09493958627 | 1 |
| Value | Count | Frequency (%) |
| 0.2199587859 | 1 | |
| 0.2083615922 | 1 | |
| 0.2043766701 | 1 | |
| 0.2019761475 | 1 | |
| 0.1983197422 | 1 | |
| 0.1976638242 | 1 | |
| 0.1974591904 | 1 | |
| 0.1966586614 | 1 | |
| 0.1965353463 | 1 | |
| 0.1959504924 | 1 |
| deep_poverty_rate | in_poverty | median_household_income | median_rent | population | poverty_rate | supplemental_poverty_measure | unemployment_rate | without_health_insurance | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| deep_poverty_rate | 1.000 | 0.435 | -0.728 | -0.400 | 0.228 | 0.974 | 0.962 | 0.604 | 0.435 | 0.000 |
| in_poverty | 0.435 | 1.000 | -0.205 | 0.080 | 0.968 | 0.420 | 0.379 | 0.339 | 0.267 | 0.000 |
| median_household_income | -0.728 | -0.205 | 1.000 | 0.812 | -0.007 | -0.800 | -0.800 | -0.282 | -0.518 | 0.000 |
| median_rent | -0.400 | 0.080 | 0.812 | 1.000 | 0.215 | -0.474 | -0.478 | 0.096 | -0.252 | 0.000 |
| population | 0.228 | 0.968 | -0.007 | 0.215 | 1.000 | 0.207 | 0.164 | 0.216 | 0.129 | 0.000 |
| poverty_rate | 0.974 | 0.420 | -0.800 | -0.474 | 0.207 | 1.000 | 0.981 | 0.566 | 0.493 | 0.000 |
| supplemental_poverty_measure | 0.962 | 0.379 | -0.800 | -0.478 | 0.164 | 0.981 | 1.000 | 0.606 | 0.490 | 0.000 |
| unemployment_rate | 0.604 | 0.339 | -0.282 | 0.096 | 0.216 | 0.566 | 0.606 | 1.000 | 0.405 | 0.192 |
| without_health_insurance | 0.435 | 0.267 | -0.518 | -0.252 | 0.129 | 0.493 | 0.490 | 0.405 | 1.000 | 0.103 |
| year | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.192 | 0.103 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| year | state | population | in_poverty | poverty_rate | median_household_income | deep_poverty_rate | median_rent | unemployment_rate | without_health_insurance | supplemental_poverty_measure | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2015 | Alabama | 4711439 | 887260 | 0.188320 | 44765.0 | 0.081731 | 717 | 0.072 | 0.126565 | 0.184957 |
| 1 | 2015 | Alaska | 716218 | 72957 | 0.101864 | 73355.0 | 0.045240 | 1146 | 0.079 | 0.181804 | 0.103407 |
| 2 | 2015 | Arizona | 6488917 | 1180690 | 0.181955 | 51492.0 | 0.085433 | 913 | 0.069 | 0.150361 | 0.173725 |
| 3 | 2015 | Arkansas | 2872497 | 553644 | 0.192740 | 41995.0 | 0.079653 | 677 | 0.058 | 0.141620 | 0.190663 |
| 4 | 2015 | California | 37678735 | 6135142 | 0.162828 | 64500.0 | 0.070634 | 1255 | 0.073 | 0.147019 | 0.153437 |
| 5 | 2015 | Colorado | 5161722 | 653969 | 0.126696 | 63909.0 | 0.056648 | 1002 | 0.052 | 0.123159 | 0.114905 |
| 6 | 2015 | Connecticut | 3483303 | 366351 | 0.105173 | 71346.0 | 0.048981 | 1075 | 0.069 | 0.079023 | 0.105405 |
| 7 | 2015 | Delaware | 900820 | 108315 | 0.120240 | 61255.0 | 0.058645 | 1018 | 0.058 | 0.082373 | 0.124256 |
| 8 | 2015 | Florida | 19228208 | 3180109 | 0.165388 | 49426.0 | 0.072580 | 1002 | 0.070 | 0.179697 | 0.157022 |
| 9 | 2015 | Georgia | 9737146 | 1788947 | 0.183724 | 51244.0 | 0.083361 | 879 | 0.071 | 0.171211 | 0.170468 |
| year | state | population | in_poverty | poverty_rate | median_household_income | deep_poverty_rate | median_rent | unemployment_rate | without_health_insurance | supplemental_poverty_measure | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 194 | 2018 | Tennessee | 6488786 | 1046508 | 0.161279 | 52375.0 | 0.069519 | 841 | 0.055 | 0.100933 | 0.153114 |
| 195 | 2018 | Texas | 27264694 | 4213938 | 0.154557 | 60629.0 | 0.065750 | 998 | 0.049 | 0.173789 | 0.148913 |
| 196 | 2018 | Utah | 2997963 | 309904 | 0.103372 | 71414.0 | 0.045978 | 988 | 0.032 | 0.099935 | 0.090253 |
| 197 | 2018 | Vermont | 600334 | 67034 | 0.111661 | 60782.0 | 0.049402 | 972 | 0.038 | 0.040979 | 0.109791 |
| 198 | 2018 | Virginia | 8162107 | 893580 | 0.109479 | 72577.0 | 0.052189 | 1202 | 0.042 | 0.092190 | 0.107047 |
| 199 | 2018 | Washington | 7161708 | 821621 | 0.114724 | 74073.0 | 0.052656 | 1194 | 0.043 | 0.067877 | 0.102562 |
| 200 | 2018 | West Virginia | 1776501 | 315464 | 0.177576 | 44097.0 | 0.076481 | 711 | 0.058 | 0.064894 | 0.178040 |
| 201 | 2018 | Wisconsin | 5628213 | 668220 | 0.118727 | 60773.0 | 0.051332 | 837 | 0.032 | 0.057731 | 0.110469 |
| 202 | 2018 | Wyoming | 567950 | 63311 | 0.111473 | 61584.0 | 0.048821 | 843 | 0.039 | 0.113454 | 0.110586 |
| 203 | 2018 | District of Columbia | 650912 | 109497 | 0.168221 | 85203.0 | 0.092012 | 1487 | 0.075 | 0.040175 | 0.161510 |